Gender Equality Versus Minority Inclusion: The Political Dilemma of Religious Arbitration
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This paper examines the recent trend toward the partial incorporation of religious law in Western democracies through the vehicle of arbitration provisions. In the Canadian province of Ontario, an arbitration law that allowed the resolution of disputes according to religious (or other) laws became controversial when it was taken up by Muslims in late 2003; the public discovery in 2008 that shari’a-based arbitration could carry weight in English courts likewise has been a source of controversy in the United Kingdom. In both cases, opponents of religious arbitration portrayed it as antithetical to women’s equality before the law, and thus impermissible in a democracy. Advocates, on the other hand, often cite the inclusion and religious freedom of minorities as justifications for some accommodation of religious law. The question of religious law’s proper role in a democratic system is an interesting and politically important one, with no consistent treatment yet emerging from cases where the controversy has arisen. Ontario ended its recognition of religious arbitration, while Britain seems to be taking the reverse approach. Both cases raise important questions for democracy, and this study seeks to clarify the issues at stake and analyze the practice of religious arbitration in terms of democratic politics.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it